Efficiency of Cascaded Neural Networks in Detecting Initial Damage to Induction Motor Electric Windings

by Maciej Skowron, Teresa Orłowska-Kowalska
Published 2020-08-01

Virtual Current Sensor in the Fault-Tolerant Field-Oriented Control Structure of an Induction Motor Drive

by Michal Adamczyk, Teresa Orlowska-Kowalska
Published 2019-11-01

Discrete Sliding Mode Speed Control of Induction Motor Using Time-Varying Switching Line

by Grzegorz Tarchała, Teresa Orłowska-Kowalska
Published 2020-01-01

Application of simplified convolutional neural networks for initial stator winding fault detection of the PMSM drive using different raw signal data

by Maciej Skowron, Teresa Orlowska‐Kowalska, Czeslaw T. Kowalski
Published 2021-07-01

Effectiveness Analysis of PMSM Motor Rolling Bearing Fault Detectors Based on Vibration Analysis and Shallow Neural Networks

by Pawel Ewert, Teresa Orlowska-Kowalska, Kamila Jankowska
Published 2021-01-01

Performance Analysis of Speed-Sensorless Induction Motor Drive Using Discrete Current-Error Based MRAS Estimators

by Teresa Orlowska-Kowalska, Mateusz Korzonek, Grzegorz Tarchala
Published 2020-05-01

Low-Cost Monitoring and Diagnosis System for Rolling Bearing Faults of the Induction Motor Based on Neural Network Approach

by Pawel Ewert, Czeslaw T. Kowalski, Teresa Orlowska-Kowalska
Published 2020-08-01

Analysis of the Impact of Stator Inter-Turn Short Circuits on PMSM Drive with Scalar and Vector Control

by Mateusz Krzysztofiak, Maciej Skowron, Teresa Orlowska-Kowalska
Published 2021-12-01

Convolutional Neural Network-Based Stator Current Data-Driven Incipient Stator Fault Diagnosis of Inverter-Fed Induction Motor

by Maciej Skowron, Teresa Orlowska-Kowalska, Marcin Wolkiewicz, Czeslaw T. Kowalski
Published 2020-03-01

Application of Self-Organizing Neural Networks to Electrical Fault Classification in Induction Motors

by Maciej Skowron, Marcin Wolkiewicz, Teresa Orlowska-Kowalska, Czeslaw T. Kowalski
Published 2019-02-01

Effectiveness of Selected Neural Network Structures Based on Axial Flux Analysis in Stator and Rotor Winding Incipient Fault Detection of Inverter-fed Induction Motors

by Maciej Skowron, Marcin Wolkiewicz, Teresa Orlowska-Kowalska, Czeslaw T. Kowalski
Published 2019-06-01